README.md

---
title: Mega-Extractor
emoji: 🐋
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.1.0
app_file: app.py
pinned: false
---

# Mega Wallet Extractor (DuckDB Cloud)

This Space processes 32GB of Polymarket trade history directly from the cloud using **DuckDB** and the `httpfs` extension.

### Features
- Query 32GB Parquet files without full download.
- Identifies "Mega Whales" (400+ trades, 70%+ WR).
- Identifies "Mega Dumb" (100+ trades, 40%- WR).
- Uploads results directly to `Vycka12/Base` dataset.

### Setup
Ensure you add a `HF_TOKEN` (Write access) in the Space Settings -> Secrets.